Triple

T10226139
Position Surface form Disambiguated ID Type / Status
Subject Boys from the Blackstuff E243208 entity
Predicate basedOn P98 FINISHED
Object The Black Stuff
The Black Stuff is a British television play by Alan Bleasdale that introduced the characters and themes later expanded in the acclaimed series Boys from the Blackstuff, focusing on working-class life and unemployment in Liverpool.
E852842 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: The Black Stuff | Statement: [Boys from the Blackstuff, basedOn, The Black Stuff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Black Stuff
Context triple: [Boys from the Blackstuff, basedOn, The Black Stuff]
  • A. Blacker
    Blacker is a comparative form of the color term "black," indicating a greater degree of darkness or blackness.
  • B. Big Black Nothing
    "Big Black Nothing" is a song by the American rock band The Outer South, featured on their album of the same name.
  • C. Figures in Black
    Figures in Black is a critical work of literary and cultural analysis by Henry Louis Gates Jr. that explores Black representation, language, and identity in African American literature.
  • D. Big Black
    Big Black was an influential American noise rock band of the 1980s known for its abrasive sound, drum machines, and confrontational lyrics, led by guitarist and vocalist Steve Albini.
  • E. Bigger & Blacker
    Bigger & Blacker is a 1999 stand-up comedy special and album by Chris Rock known for its sharp social commentary and provocative humor.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: The Black Stuff
Triple: [Boys from the Blackstuff, basedOn, The Black Stuff]
Generated description
The Black Stuff is a British television play by Alan Bleasdale that introduced the characters and themes later expanded in the acclaimed series Boys from the Blackstuff, focusing on working-class life and unemployment in Liverpool.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Black Stuff
Target entity description: The Black Stuff is a British television play by Alan Bleasdale that introduced the characters and themes later expanded in the acclaimed series Boys from the Blackstuff, focusing on working-class life and unemployment in Liverpool.
  • A. Blacker
    Blacker is a comparative form of the color term "black," indicating a greater degree of darkness or blackness.
  • B. Big Black Nothing
    "Big Black Nothing" is a song by the American rock band The Outer South, featured on their album of the same name.
  • C. Figures in Black
    Figures in Black is a critical work of literary and cultural analysis by Henry Louis Gates Jr. that explores Black representation, language, and identity in African American literature.
  • D. Big Black
    Big Black was an influential American noise rock band of the 1980s known for its abrasive sound, drum machines, and confrontational lyrics, led by guitarist and vocalist Steve Albini.
  • E. Bigger & Blacker
    Bigger & Blacker is a 1999 stand-up comedy special and album by Chris Rock known for its sharp social commentary and provocative humor.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d381b0f97c819085c9b45799a5fb7c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d1f9cf6c81909a6b9e9b9d0a79fe completed April 7, 2026, 9:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f715bea881909da9d0749fa6420f completed April 9, 2026, 12:47 a.m.
NEDg Description generation batch_69d6fcaa16788190a4c7ef79a78febc6 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd6d705c81908e469068937a79b3 completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:17 a.m.